Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 1.540192 1.935195 2.469641 3.279463 4.545038 6.593938 10.565494
2025-07-27 1.049565 1.451551 2.088872 3.283375 5.818103 12.343959 42.212240
2025-08-03 0.796887 1.160910 1.792417 3.145255 6.733609 21.009519 332.512484
2025-08-10 0.670644 1.018096 1.666956 3.230432 8.410082 44.973739 NaN
2025-08-17 0.592815 0.931863 1.606942 3.421186 11.018924 143.749259 NaN
2025-08-24 0.522559 0.840555 1.501723 3.422236 13.127185 643.088618 NaN
2025-08-31 0.460142 0.750830 1.371961 3.270406 14.246496 7057.559123 NaN
2025-09-07 0.426955 0.711806 1.346314 3.448103 18.831564 NaN NaN
2025-09-14 0.392536 0.663956 1.285975 3.467595 22.750654 NaN NaN
2025-09-21 0.358846 0.612435 1.204016 3.356529 25.080478 NaN NaN
2025-09-28 0.332331 0.572484 1.143250 3.303249 28.720496 NaN NaN
2025-10-05 0.322986 0.568025 1.175363 3.695081 48.818906 NaN NaN
2025-10-12 0.308567 0.550874 1.170292 3.928990 78.063393 NaN NaN
2025-10-19 0.289850 0.521686 1.124461 3.918871 102.881905 NaN NaN
2025-10-26 0.269742 0.487091 1.056090 3.737841 111.530119 NaN NaN
2025-11-02 0.257673 0.469856 1.036853 3.847122 180.635539 NaN NaN
2025-11-09 0.249075 0.459728 1.037374 4.094130 432.293747 NaN NaN
2025-11-16 0.237216 0.440485 1.005134 4.095476 782.491369 NaN NaN
2025-11-23 0.223524 0.415574 0.950479 3.898642 864.160966 NaN NaN
2025-11-30 0.217156 0.407899 0.951100 4.129115 7203.690042 NaN NaN
2025-12-07 0.208522 0.393803 0.927705 4.154489 808535.963760 NaN NaN
2025-12-14 0.198530 0.375522 0.887297 4.010152 NaN NaN NaN
2025-12-21 0.190219 0.360839 0.857316 3.941123 NaN NaN NaN